多尺度特征融合U-Net的遥感影像黑臭水体智能检测

研究采用卫星遥感技术获取高分辨率遥感影像水体样本数据集,基于深度卷积神经网络从高分辨遥感影像中提取水体并进行黑臭水体智能监测,提出了一种改进U-Net的黑臭水体检测网络模型(IWDNet)。基于U-Net结构引入跳跃式多尺度特征融合,结合通道注意力机制、卷积注意力模块、通道与空间注意力机制生成不同多尺度特征融合注意力机制(MFFAM)模块进行对比,并引入空洞卷积扩大网络感受野,最终实现黑臭水体的识别检测。实验证明：基于跳跃式多尺度融合与CBAM注意力机制的黑臭水体检测网络(MFFCBAM-IWNet)模型有效提升了识别精度,在高分辨遥感影像水体样本数据集上表现最佳,总体精度达98.56%,Kappa系数达0.978 4。     

基于有限元法和色散COM模型的声表面波滤波器联合仿真

针对任意复杂膜系结构和电路拓扑结构的声表面波(SAW)滤波器的精确快速设计问题,该文基于声/电/磁多物理场耦合全波仿真平台,结合基因遗传优化算法和通用图形处理器(GPGPU)加速技术,利用有限元分层级联精确模型(HCT)优化设计梯形谐振器,色散COM模型优化设计纵向耦合谐振器,实现了任意复杂膜系结构和电路拓扑结构的SAW滤波器的正向设计与优化。通过42°Y-XLiTaO₃常规SAW滤波器的优化设计与研制,设计优化结果与实验结果吻合较好,验证了该方法的有效性和可行性。     

光纤电压传感器传感头优化与热致非互易误差抑制

针对普通光纤电压传感器在外界温度扰动下其输出精度和稳定性会受到严重影响这一问题,本文提出了一种采用保偏光子晶体光纤(polarization maintaining photonic crystal fiber,PM-PCF) 作为传感光纤的传感头优化方法抑制温度扰动下的系统非互易误差。在综合考虑PM-PCF与传统熊猫型保偏光纤(panda polarization maintaining fiber,panda-PMF) 尾纤间的熔接损耗、传输损耗以及现有工艺条件下的光纤制备等问题的基础上,优化得到了与panda-PMF间的熔接损耗低至0.14 dB的PM-PCF;并对比分析了这两种保偏光纤的双折射温度依赖特性,建立了全光纤类型的光学电压传感器(fiber optic voltage sensor,FOVS) 热致系统误差输出模型,分析验证了PM-PCF在解决反射式逆压电型FOVS热致非互易问题的可行性。结果表明,采用PM-PCF优化后的FOVS热致非互易误差约是传统保偏光纤电压传感器 的10-2量级。这在提高系统输出精度和稳定性等方面具有显著优势,同时这种低损耗的优化方法在光纤传感及通信等领域具有重要的应用价值。     

基于超像素暗通道和自动色阶优化的图像去雾算法

针对暗通道先验(dark channel prior, DCP)复原图像中的光晕现象、明亮区域色彩失真、环境光估计不准确等问题,提出了基于超像素暗通道和自动色阶优化的单幅图像去雾算法。首先,由改进的White Patch Retinex算法增强图像并计算精确环境光。接着,在传统暗通道去雾算法中引入超像素图像分割和引导滤波算法,使透射率估计的稳健性与精确性得以提升。然后,采用自适应容差对明亮区域的透射率进行补偿,有效抑制明亮区域色彩失真问题。最后,以自动色阶优化算法提高图像对比度。将本文去雾算法与其他算法从主观和客观两个维度进行比较,实验结果表明：采用不同算法对不同浓度的自然雾图进行对比实验,信息熵提高0.2 bit,峰值信噪比(peak signal-to-noise ratio,PSNR)提高0.8 dB,运行效率提高。该算法对不同浓度含雾图像具有良好的适应性,复原图像色彩真实、纹理清晰、细节丰富,去雾效果良好。     

Current measurement method based on magneto-optic rotation effect

Aiming at the approximate measurement of magnetic rotation angle in optical current sensor based on light intensity detection mode, this paper proposes a current measurement method based on triangular constant transformation to reconstruct magnetic rotation angle, so as to avoid the large current measurement error caused by the approximate measurement of the magnetic rotation angle. By extracting the direct current (DC) component and the alternating current (AC) component of the light intensity signal detected by the photoelectric detector (PD), the sine signal containing the magnetic rotation angle is directly obtained by dividing the two components, and then the triangular identity transformation method is used to linearly demodulate the magnetic rotation angle and reconstruct the current waveform. The experimental results show that the relative error of current measurement does not exceed 1.40% in the current range of 0.05—0.50 A, which is less than the approximate linear measurement (ALM) method, and the magnetic rotation angle and the current have a good linear relationship.     

基于差分模型的近场无源定位算法

对于均匀线性天线阵列近场目标定位研究是探测领域重要难点之一。本文根据前期近场基于差分迭代传播计算模型研究基础,提出一种新型高精度近场无源定位算法,针对均匀线性阵列近场目标空间几何结构,突破传统菲涅尔近似近场传播模型的束缚,建立全新高精度目标关系模型并形成定位解析表达式,通过阵列处理估计改进到达时差（TOA）定位观测量,利用新算法快速准确地获取近场多个独立同分布目标的定位信息。仿真实验结果表明：新算法机理不同于传统近场估计分析,特别是定位解析式的引入使得位置精度提升的同时计算量大为降低,更好地适应了近场非线性关系结构,性能分析显示TOA误差对定位估计精度的影响较为有限,在典型信噪比条件下新算法的距离和角度估计精度优于几种常规处理算法,未来具有深入研究的价值。     

Pre-Protonated Vanadium Hexacyanoferrate for High Energy-Power and Anti-Freezing Proton Batteries

Proton batteries have been considered as an innovative energy storage technology owing to their high safety and cost-effectiveness. However, the development of fast-charging proton batteries with high energy/power density is greatly limited by feasible material selection. Here, the pre-protonated vanadium hexacyanoferrate (H-VHCF) is developed as a proton cathode material to alleviate the capacity loss of proton-free electrode materials during electrochemical tests. The pre-protonation process realizes fast and long-distance transport of protons by shortening diffusion path and reducing migration barriers. Benefitting from the enhanced hydrogen bonding network combined with dual redox reactions of V and Fe in protonated H-VHCF cathode, a high energy density of 74 Wh kg⁻¹ at 1.1 kW kg⁻¹, and a maximum power density of 54 kW kg⁻¹ at 65 Wh kg⁻¹ is achieved for the asymmetric proton batteries coupling with MoO₃/MXene anode. Proton transport and double oxidation-reduction center are verified by theoretical calculations and ex situ experimental measurements. Considering the anti-freezing availability of proton batteries, 82.5% of its initial capacity is maintained after 10000 cycles under −40 °C at 0.5 A g⁻¹. As a proof-of-concept, flexible device fabricated by optimized electrodes and hydrogel electrolytes can power up a light-emitting diode even under a bent state.     

第二代北斗客户端用射频声表面波滤波器的研制

介绍了一种可满足第二代北斗客户端用B3波段载频滤波的声表面波(SAW)射频滤波器。该滤波器采用“5换能器纵向耦合结构+谐振器”的混合型设计方案,在充分考虑了SMD3030A封装及键合引线寄生影响后,成功研制出-1 dB带宽35 MHz、插入损耗2.2 dB、矩形系数1.9的滤波器产品。结果表明,仿真与实测吻合性较好,证明了该设计方案的可行性。     

GaAs衬底上β-Ga2O3纳米点阵薄膜的MOCVD制备

将热氧化与MOCVD工艺相结合,总结了一种在本征GaAs衬底上进行β-Ga₂O₃纳米点阵薄膜制备的工艺,该工艺不涉及金属催化剂与复杂刻蚀,工艺更为简单。使用扫描电子显微镜对所制备薄膜的形貌特征进行了表征与分析,发现所制备的纳米点阵薄膜呈现五方的柱状结构。对所制备样品进行了X射线衍射、拉曼振动、光致发光谱的测试,结果表明薄膜的晶体质量随着MOCVD生长温度与Ⅵ/Ⅲ比的提高而得到优化。使用有限元法（FEM）仿真验证了β-Ga₂O₃纳米点阵薄膜制备的高陷光特点。     

A rare-earth spectral traceability anti-counterfeiting detection technology

In this paper, a rare-earth spectral traceability anti-counterfeiting detection technology is proposed. Configure rare-earth samples No.1, No.2 and No.3 with different doping ratios. The spectral signals of these three samples are collected and integrated into a sample library. The traceability anti-counterfeiting detection is to compare the spectral information of the samples to be tested with the established sample library by selecting specific wavelength points for light intensity values. If the sample to be measured meets the light intensity range of the established sample library at a specific wavelength point, the sample model will be output. If it does not meet the light intensity range, the sample to be tested is fake. After testing, the anti-counterfeit rate of samples No.1, No.2 and No.3 can reach 100%. This testing process does not destroy the sample, and the anti-counterfeit effect is unique and reliable.